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.. _sphx_glr_build_examples_segmentation:

Semantic Segmentation
=====================



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    <div class="sphx-glr-thumbcontainer" tooltip="This is a quick demo of using GluonCV FCN model on PASCAL VOC dataset. Please follow the `insta...">

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 .. figure:: /build/examples_segmentation/images/thumb/sphx_glr_demo_fcn_thumb.png
     :alt: 1. Getting Started with FCN Pre-trained Models

     :ref:`sphx_glr_build_examples_segmentation_demo_fcn.py`

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    </div>


.. toctree::
   :hidden:

   /build/examples_segmentation/demo_fcn

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    <div class="sphx-glr-thumbcontainer" tooltip="This is a quick demo of using GluonCV PSPNet model on ADE20K dataset. Please follow the `instal...">

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 .. figure:: /build/examples_segmentation/images/thumb/sphx_glr_demo_psp_thumb.png
     :alt: 2. Test with PSPNet Pre-trained Models

     :ref:`sphx_glr_build_examples_segmentation_demo_psp.py`

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    </div>


.. toctree::
   :hidden:

   /build/examples_segmentation/demo_psp

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    <div class="sphx-glr-thumbcontainer" tooltip="This is a quick demo of using GluonCV DeepLabV3 model on ADE20K dataset. Please follow the `ins...">

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 .. figure:: /build/examples_segmentation/images/thumb/sphx_glr_demo_deeplab_thumb.png
     :alt: 3. Test with DeepLabV3 Pre-trained Models

     :ref:`sphx_glr_build_examples_segmentation_demo_deeplab.py`

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    </div>


.. toctree::
   :hidden:

   /build/examples_segmentation/demo_deeplab

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    <div class="sphx-glr-thumbcontainer" tooltip="This is a semantic segmentation tutorial using Gluon CV toolkit, a step-by-step example. The re...">

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 .. figure:: /build/examples_segmentation/images/thumb/sphx_glr_train_fcn_thumb.png
     :alt: 4. Train FCN on Pascal VOC Dataset

     :ref:`sphx_glr_build_examples_segmentation_train_fcn.py`

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    </div>


.. toctree::
   :hidden:

   /build/examples_segmentation/train_fcn

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    <div class="sphx-glr-thumbcontainer" tooltip="This is a tutorial of training PSPNet on ADE20K dataset using Gluon Vison. The readers should h...">

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 .. figure:: /build/examples_segmentation/images/thumb/sphx_glr_train_psp_thumb.png
     :alt: 5. Train PSPNet on ADE20K Dataset

     :ref:`sphx_glr_build_examples_segmentation_train_psp.py`

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    </div>


.. toctree::
   :hidden:

   /build/examples_segmentation/train_psp

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    <div class="sphx-glr-thumbcontainer" tooltip="This is a semantic segmentation tutorial for reproducing state-of-the-art results on Pascal VOC...">

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 .. figure:: /build/examples_segmentation/images/thumb/sphx_glr_voc_sota_thumb.png
     :alt: 6. Reproducing SoTA on Pascal VOC Dataset

     :ref:`sphx_glr_build_examples_segmentation_voc_sota.py`

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    </div>


.. toctree::
   :hidden:

   /build/examples_segmentation/voc_sota

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    <div class="sphx-glr-thumbcontainer" tooltip="This is a quick demo of using GluonCV ICNet model for multi-human parsing on real-world images....">

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 .. figure:: /build/examples_segmentation/images/thumb/sphx_glr_demo_icnet_thumb.png
     :alt: 7. Test with ICNet Pre-trained Models for Multi-Human Parsing

     :ref:`sphx_glr_build_examples_segmentation_demo_icnet.py`

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    </div>


.. toctree::
   :hidden:

   /build/examples_segmentation/demo_icnet
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    <div class="sphx-glr-clear"></div>



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 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-gallery


  .. container:: sphx-glr-download sphx-glr-download-python

    :download:`Download all examples in Python source code: examples_segmentation_python.zip </build/examples_segmentation/examples_segmentation_python.zip>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

    :download:`Download all examples in Jupyter notebooks: examples_segmentation_jupyter.zip </build/examples_segmentation/examples_segmentation_jupyter.zip>`


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 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_